Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 184 |
Missing cells | 179 |
Missing cells (%) | 13.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 11.1 KiB |
Average record size in memory | 61.7 B |
Variable types
Numeric | 5 |
---|---|
DateTime | 2 |
Dataset
Description | 대구광역시 서구의 쓰레기종량제봉투관리시스템의 발주 상세내역 현황입니다. 2024. 2. 23. 기준 자료이며, 발주일자, 발주수량, 발주금액 등의 데이터를 포함합니다. |
---|---|
Author | 대구광역시 서구 |
URL | https://www.data.go.kr/data/15084559/fileData.do |
발주순서 is highly overall correlated with 미입고수량 | High correlation |
발주수량 is highly overall correlated with 입고수량 and 2 other fields | High correlation |
입고수량 is highly overall correlated with 발주수량 and 1 other fields | High correlation |
발주금액 is highly overall correlated with 발주수량 and 2 other fields | High correlation |
미입고수량 is highly overall correlated with 발주순서 and 2 other fields | High correlation |
입고수량 has 9 (4.9%) missing values | Missing |
미입고수량 has 170 (92.4%) missing values | Missing |
발주순서 has unique values | Unique |
Reproduction
Analysis started | 2024-03-16 04:17:09.720938 |
---|---|
Analysis finished | 2024-03-16 04:17:15.745551 |
Duration | 6.02 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
발주순서
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 184 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 92.5 |
Minimum | 1 |
---|---|
Maximum | 184 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 10.15 |
Q1 | 46.75 |
median | 92.5 |
Q3 | 138.25 |
95-th percentile | 174.85 |
Maximum | 184 |
Range | 183 |
Interquartile range (IQR) | 91.5 |
Descriptive statistics
Standard deviation | 53.260367 |
---|---|
Coefficient of variation (CV) | 0.57578775 |
Kurtosis | -1.2 |
Mean | 92.5 |
Median Absolute Deviation (MAD) | 46 |
Skewness | 0 |
Sum | 17020 |
Variance | 2836.6667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.5% |
128 | 1 | 0.5% |
119 | 1 | 0.5% |
120 | 1 | 0.5% |
121 | 1 | 0.5% |
122 | 1 | 0.5% |
123 | 1 | 0.5% |
124 | 1 | 0.5% |
125 | 1 | 0.5% |
126 | 1 | 0.5% |
Other values (174) | 174 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
184 | 1 | |
183 | 1 | |
182 | 1 | |
181 | 1 | |
180 | 1 | |
179 | 1 | |
178 | 1 | |
177 | 1 | |
176 | 1 | |
175 | 1 |
발주일자
Date
Distinct | 56 |
---|---|
Distinct (%) | 30.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
Minimum | 2016-11-03 00:00:00 |
---|---|
Maximum | 2024-02-23 00:00:00 |
발주수량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 70 |
---|---|
Distinct (%) | 38.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 270228.26 |
Minimum | 1000 |
---|---|
Maximum | 1400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 9000 |
Q1 | 50000 |
median | 110000 |
Q3 | 350000 |
95-th percentile | 1100000 |
Maximum | 1400000 |
Range | 1399000 |
Interquartile range (IQR) | 300000 |
Descriptive statistics
Standard deviation | 334156.33 |
---|---|
Coefficient of variation (CV) | 1.2365706 |
Kurtosis | 2.0042082 |
Mean | 270228.26 |
Median Absolute Deviation (MAD) | 90000 |
Skewness | 1.6816028 |
Sum | 49722000 |
Variance | 1.1166045 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50000 | 15 | 8.2% |
200000 | 14 | 7.6% |
100000 | 10 | 5.4% |
700000 | 9 | 4.9% |
60000 | 8 | 4.3% |
20000 | 7 | 3.8% |
30000 | 6 | 3.3% |
400000 | 6 | 3.3% |
300000 | 5 | 2.7% |
70000 | 5 | 2.7% |
Other values (60) | 99 |
Value | Count | Frequency (%) |
1000 | 2 | |
2000 | 3 | |
3000 | 1 | 0.5% |
4000 | 1 | 0.5% |
5000 | 1 | 0.5% |
6000 | 1 | 0.5% |
9000 | 2 | |
10000 | 1 | 0.5% |
11000 | 1 | 0.5% |
15000 | 2 |
Value | Count | Frequency (%) |
1400000 | 2 | |
1300000 | 1 | 0.5% |
1200000 | 3 | |
1140000 | 1 | 0.5% |
1100000 | 4 | |
1000000 | 2 | |
990000 | 1 | 0.5% |
900000 | 3 | |
800000 | 1 | 0.5% |
750000 | 1 | 0.5% |
입고수량
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 70 |
---|---|
Distinct (%) | 40.0% |
Missing | 9 |
Missing (%) | 4.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 256171.43 |
Minimum | 1000 |
---|---|
Maximum | 1400000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 9000 |
Q1 | 50000 |
median | 100000 |
Q3 | 300000 |
95-th percentile | 1000000 |
Maximum | 1400000 |
Range | 1399000 |
Interquartile range (IQR) | 250000 |
Descriptive statistics
Standard deviation | 320769.95 |
---|---|
Coefficient of variation (CV) | 1.2521691 |
Kurtosis | 2.5642559 |
Mean | 256171.43 |
Median Absolute Deviation (MAD) | 85000 |
Skewness | 1.7918115 |
Sum | 44830000 |
Variance | 1.0289336 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50000 | 15 | 8.2% |
200000 | 13 | 7.1% |
100000 | 10 | 5.4% |
700000 | 9 | 4.9% |
60000 | 8 | 4.3% |
20000 | 7 | 3.8% |
400000 | 6 | 3.3% |
30000 | 6 | 3.3% |
70000 | 5 | 2.7% |
250000 | 4 | 2.2% |
Other values (60) | 92 | |
(Missing) | 9 | 4.9% |
Value | Count | Frequency (%) |
1000 | 2 | |
2000 | 3 | |
3000 | 1 | 0.5% |
4000 | 1 | 0.5% |
6000 | 1 | 0.5% |
9000 | 2 | |
10000 | 1 | 0.5% |
11000 | 1 | 0.5% |
15000 | 2 | |
17000 | 1 | 0.5% |
Value | Count | Frequency (%) |
1400000 | 2 | |
1300000 | 1 | 0.5% |
1200000 | 2 | |
1140000 | 1 | 0.5% |
1100000 | 2 | |
1000000 | 2 | |
990000 | 1 | 0.5% |
900000 | 3 | |
800000 | 1 | 0.5% |
750000 | 1 | 0.5% |
발주금액
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 119 |
---|---|
Distinct (%) | 64.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13074712 |
Minimum | 1000 |
---|---|
Maximum | 71500000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 20000 |
Q1 | 760000 |
median | 6954000 |
Q3 | 18312500 |
95-th percentile | 53509500 |
Maximum | 71500000 |
Range | 71499000 |
Interquartile range (IQR) | 17552500 |
Descriptive statistics
Standard deviation | 16737266 |
---|---|
Coefficient of variation (CV) | 1.280125 |
Kurtosis | 2.3040556 |
Mean | 13074712 |
Median Absolute Deviation (MAD) | 6854500 |
Skewness | 1.6940745 |
Sum | 2.405747 × 109 |
Variance | 2.8013607 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50000 | 8 | 4.3% |
2340000 | 6 | 3.3% |
700000 | 5 | 2.7% |
100000 | 5 | 2.7% |
7200000 | 5 | 2.7% |
22800000 | 4 | 2.2% |
22000000 | 4 | 2.2% |
20000 | 4 | 2.2% |
1560000 | 3 | 1.6% |
6840000 | 3 | 1.6% |
Other values (109) | 137 |
Value | Count | Frequency (%) |
1000 | 1 | 0.5% |
2000 | 2 | |
3000 | 1 | 0.5% |
5000 | 1 | 0.5% |
6000 | 1 | 0.5% |
9000 | 1 | 0.5% |
17000 | 2 | |
20000 | 4 | |
26000 | 1 | 0.5% |
27000 | 1 | 0.5% |
Value | Count | Frequency (%) |
71500000 | 1 | |
69290000 | 1 | |
66000000 | 2 | |
62700000 | 1 | |
59150000 | 1 | |
55000000 | 2 | |
54450000 | 1 | |
53820000 | 1 | |
51750000 | 1 | |
50700000 | 1 |
미입고수량
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 12 |
---|---|
Distinct (%) | 85.7% |
Missing | 170 |
Missing (%) | 92.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 349428.57 |
Minimum | 5000 |
---|---|
Maximum | 1200000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 5000 |
---|---|
5-th percentile | 8250 |
Q1 | 73500 |
median | 150000 |
Q3 | 382500 |
95-th percentile | 1135000 |
Maximum | 1200000 |
Range | 1195000 |
Interquartile range (IQR) | 309000 |
Descriptive statistics
Standard deviation | 439867.24 |
---|---|
Coefficient of variation (CV) | 1.2588188 |
Kurtosis | 0.1360985 |
Mean | 349428.57 |
Median Absolute Deviation (MAD) | 136500 |
Skewness | 1.3375549 |
Sum | 4892000 |
Variance | 1.9348319 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
150000 | 2 | 1.1% |
1100000 | 2 | 1.1% |
84000 | 1 | 0.5% |
70000 | 1 | 0.5% |
10000 | 1 | 0.5% |
96000 | 1 | 0.5% |
5000 | 1 | 0.5% |
17000 | 1 | 0.5% |
200000 | 1 | 0.5% |
300000 | 1 | 0.5% |
Other values (2) | 2 | 1.1% |
(Missing) | 170 |
Value | Count | Frequency (%) |
5000 | 1 | |
10000 | 1 | |
17000 | 1 | |
70000 | 1 | |
84000 | 1 | |
96000 | 1 | |
150000 | 2 | |
200000 | 1 | |
300000 | 1 | |
410000 | 1 |
Value | Count | Frequency (%) |
1200000 | 1 | |
1100000 | 2 | |
410000 | 1 | |
300000 | 1 | |
200000 | 1 | |
150000 | 2 | |
96000 | 1 | |
84000 | 1 | |
70000 | 1 | |
17000 | 1 |
생성일자
Date
Distinct | 56 |
---|---|
Distinct (%) | 30.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
Minimum | 2016-11-03 00:00:00 |
---|---|
Maximum | 2024-02-23 00:00:00 |
발주순서 | 발주일자 | 발주수량 | 입고수량 | 발주금액 | 미입고수량 | 생성일자 | |
---|---|---|---|---|---|---|---|
발주순서 | 1.000 | 0.996 | 0.050 | 0.115 | 0.276 | 0.133 | 0.996 |
발주일자 | 0.996 | 1.000 | 0.660 | 0.692 | 0.000 | 0.000 | 1.000 |
발주수량 | 0.050 | 0.660 | 1.000 | 1.000 | 0.854 | 0.324 | 0.660 |
입고수량 | 0.115 | 0.692 | 1.000 | 1.000 | 0.876 | 1.000 | 0.692 |
발주금액 | 0.276 | 0.000 | 0.854 | 0.876 | 1.000 | 0.607 | 0.000 |
미입고수량 | 0.133 | 0.000 | 0.324 | 1.000 | 0.607 | 1.000 | 0.000 |
생성일자 | 0.996 | 1.000 | 0.660 | 0.692 | 0.000 | 0.000 | 1.000 |
발주순서 | 발주수량 | 입고수량 | 발주금액 | 미입고수량 | |
---|---|---|---|---|---|
발주순서 | 1.000 | -0.150 | -0.220 | -0.104 | 0.678 |
발주수량 | -0.150 | 1.000 | 1.000 | 0.674 | 0.757 |
입고수량 | -0.220 | 1.000 | 1.000 | 0.667 | 0.500 |
발주금액 | -0.104 | 0.674 | 0.667 | 1.000 | 0.520 |
미입고수량 | 0.678 | 0.757 | 0.500 | 0.520 | 1.000 |
발주순서 | 발주일자 | 발주수량 | 입고수량 | 발주금액 | 미입고수량 | 생성일자 | |
---|---|---|---|---|---|---|---|
0 | 1 | 2016-11-03 | 700000 | 700000 | 700000 | <NA> | 2016-11-03 |
1 | 2 | 2016-11-03 | 100000 | 100000 | 100000 | <NA> | 2016-11-03 |
2 | 3 | 2017-01-26 | 900000 | 900000 | 49500000 | <NA> | 2017-01-26 |
3 | 4 | 2017-01-26 | 100000 | 100000 | 7800000 | <NA> | 2017-01-26 |
4 | 5 | 2017-01-26 | 200000 | 200000 | 22800000 | <NA> | 2017-01-26 |
5 | 6 | 2017-02-10 | 90000 | 90000 | 2340000 | <NA> | 2017-02-10 |
6 | 7 | 2017-02-10 | 250000 | 250000 | 51750000 | <NA> | 2017-02-10 |
7 | 8 | 2017-02-10 | 1200000 | 1200000 | 43200000 | <NA> | 2017-02-10 |
8 | 9 | 2017-03-14 | 800000 | 800000 | 800000 | <NA> | 2017-03-14 |
9 | 10 | 2017-05-24 | 500000 | 500000 | 500000 | <NA> | 2017-05-24 |
발주순서 | 발주일자 | 발주수량 | 입고수량 | 발주금액 | 미입고수량 | 생성일자 | |
---|---|---|---|---|---|---|---|
174 | 175 | 2024-01-26 | 3000 | 3000 | 3000 | <NA> | 2024-01-26 |
175 | 176 | 2024-02-19 | 5000 | <NA> | 5000 | 5000 | 2024-02-19 |
176 | 177 | 2024-02-19 | 1100000 | <NA> | 1100000 | 1100000 | 2024-02-19 |
177 | 178 | 2024-02-19 | 17000 | <NA> | 17000 | 17000 | 2024-02-19 |
178 | 179 | 2024-02-23 | 200000 | <NA> | 15600000 | 200000 | 2024-02-23 |
179 | 180 | 2024-02-23 | 300000 | <NA> | 34200000 | 300000 | 2024-02-23 |
180 | 181 | 2024-02-23 | 410000 | <NA> | 69290000 | 410000 | 2024-02-23 |
181 | 182 | 2024-02-23 | 150000 | <NA> | 3900000 | 150000 | 2024-02-23 |
182 | 183 | 2024-02-23 | 1100000 | <NA> | 39600000 | 1100000 | 2024-02-23 |
183 | 184 | 2024-02-23 | 1200000 | <NA> | 66000000 | 1200000 | 2024-02-23 |